Remark 6: Exact Likelihood: Our specification develops an exact likelihood for observed convenience and reference sample units based on the propensity score in Equation REF . By contrast, both [1]} and [2]} develop an exact likelihood for the population (using \(R_{i}\)  that indicates whether the unit is in the convenience sample or its complement in the population under [1]}) and then approximate the population likelihood on the observed sample.
